Cavity method and Approximate Message Passing

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Related lectures (21)

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Phase Transitions: Understanding Thermodynamic Stability

Explores phase transitions in thermodynamics, focusing on stability criteria and real-world applications.

Phase Transitions: Thermodynamic Principles and Applications

Discusses phase transitions in thermodynamics, covering stability, latent heat, and phase diagrams.

Phase Transitions: Stability Criteria

Explores phase transitions and stability criteria in thermodynamics, emphasizing entropy, internal energy, and thermodynamic potentials.

Thermodynamic Functions and Equilibria: Mathematical Tools

Discusses thermodynamic functions, their mathematical tools, and key relationships between state variables in thermodynamics.

Thermodynamics: Real Gases and Phase Transitions

Discusses the thermodynamic behavior of real gases and phase transitions, including the Joule-Thomson effect and latent heat values.

Molecular Catalysts: Design and Applications

Explores the design and advantages of molecular catalysts, focusing on their applications for hydrogen evolution reactions and the concept of overpotential.

Chemical Potential and Thermodynamic Functions in Mixtures

Covers chemical potential variations and thermodynamic functions in mixtures, emphasizing their implications in real and ideal gases.

Heat Transfer: Equilibrium Approach and Thermodynamic Potentials

Reviews heat transfer mechanisms, entropy, and thermodynamic potentials in relation to equilibrium and Carnot cycles.

Open Systems, Thermodynamic Potentials

Explores state variables, homogeneous functions, chemical potential, and thermodynamic potentials in open systems.

Thermodynamics: Exploring Thermodynamic Potentials and Equilibrium States

Covers thermodynamic potentials and their role in system equilibrium with reservoirs.